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Lobster Programming

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Lobster Programming
Lobster Programming
Apr 3, 2025 · Databases

Why Is Redis So Fast? Deep Dive into Its Architecture and Data Structures

Redis achieves remarkable speed through in‑memory storage, I/O multiplexing, optimized data structures such as SDS strings, linked lists, ziplists, skip‑lists, and hash tables, a single‑threaded event loop, and intelligent data encoding, all of which eliminate disk I/O and reduce overhead.

I/O multiplexingIn-Memory DatabaseRedis
0 likes · 8 min read
Why Is Redis So Fast? Deep Dive into Its Architecture and Data Structures
Lobster Programming
Lobster Programming
Mar 24, 2025 · Backend Development

Boost Java File Copy Performance: 5 Proven Methods Compared

Learn five Java file copy techniques—from basic streams to NIO Files.copy, FileChannel, and RandomAccessFile—detailing their implementations, performance differences, and ideal use cases for small, large, and massive files, helping you choose the most efficient method for your project.

BufferedStreamFile I/OFileChannel
0 likes · 6 min read
Boost Java File Copy Performance: 5 Proven Methods Compared
Lobster Programming
Lobster Programming
Mar 19, 2025 · Fundamentals

Handle vs Direct Pointer Access in the JVM: Which Is Faster?

An in‑depth look at how the JVM stores object references, comparing handle‑based access with direct pointer access, highlighting their performance trade‑offs, memory overhead, and impact on garbage collection to help developers choose the most suitable approach for their applications.

JVMJavaMemory Management
0 likes · 3 min read
Handle vs Direct Pointer Access in the JVM: Which Is Faster?
Lobster Programming
Lobster Programming
Mar 13, 2025 · Backend Development

Why Spring @Transactional Sometimes Fails: 12 Common Pitfalls and Fixes

This article explains how Spring's declarative transaction management works, why the @Transactional annotation can unexpectedly become ineffective, and presents twelve typical scenarios—such as internal method calls, non‑public methods, final/static modifiers, proxy issues, and incorrect propagation settings—along with practical solutions to ensure reliable transaction handling.

AOPJavaSpring
0 likes · 12 min read
Why Spring @Transactional Sometimes Fails: 12 Common Pitfalls and Fixes